Publications
In-Context Learning through the Bayesian Prism
*, Madhur Panwar*, Navin Goyal
|
Under Review
preprint
MEGA: Multilingual Evaluation of Generative AI
, Harshita Diddee, Rishav Hada, Millicent Ochieng, Krithika Ramesh, Prachi Jain, Akshay Nambi, Tanuja Ganu, Sameer Segal, Mohamed Ahmed, Kalika Bali, Sunayana Sitaram
EMNLP 2023
|
The 2023 Conference on Empirical Methods in Natural Language Processing
paper
code
On the Calibration of Massively Multilingual Language Models
, Sunayana Sitaram, Sandipan Dandapat, Monojit
Choudhury
EMNLP 2022
|
The 2022 Conference on Empirical Methods in Natural Language Processing
preprint
code
Global Readiness of Language Technology for Healthcare: What would it
Take to Combat the Next Pandemic?
Ishani Mondal*, , Mohit Jain, Jacki O Neil, Kalika
Bali, Monojit Choudhury
COLING 2022
|
The 29th International Conference on Computational Linguistics
pdf
abstract
cite
On the Economics of Multilingual Few-shot Learning: Modeling the
Cost-Performance Trade-offs of Machine Translated and Manual Data
, Monojit Choudhury, Sandipan Dandapat
NAACL 2022
|
2022 Annual Conference of the North American Chapter of the Association for Computational
Linguistics
pdf
abstract
code
cite
Multi Task Learning For Zero Shot Performance Prediction of
Multilingual Models
, Shanu Kumar*, Sandipan Dandapat, Monojit
Choudhury
ACL 2022 |
60th Annual Meeting of the Association for Computational Linguistics
pdf
abstract
cite
Beyond Static Models and Test Sets: Benchmarking the Potential of
Pre-trained Models Across Tasks and Languages
, Sandipan Dandapat, Sunayana Sitaram, Monojit
Choudhury
NLP Power!, ACL 2022
| The First Workshop on Efficient Benchmarking in NLP
pdf
abstract
cite
Learning to Optimize Molecular Geometries Using Reinforcement
Learning
, William H Green, Yi-Pei Li
JCTC |
Journal of Chemical Theory and Computation (2021) 17:818-825 [Impact Factor:
6.006]
abstract
cite
On the Practical Ability of Recurrent Neural Networks to Recognize
Hierarchical Languages
Satwik Bhattamishra, , Navin Goyal
COLING 2020 |
Proceedings of the 28th International Conference on Computational Linguistics | [Recipient
of the Best Short Paper Award]
pdf
abstract
code
cite
On the Ability of Self-Attention Networks to Recognize Counter
Languages
Satwik Bhattamishra, , Navin Goyal
EMNLP 2020 | The
2020 Conference on Empirical Methods in Natural Language Processing
pdf
abstract
code
cite
Syntax-Guided Controlled Generation of Paraphrases
Ashutosh Kumar, , Raghuram Vadapalli, Partha
Talukdar
TACL | Transactions
of the Association for Computational Linguistics (2020) 8:330-345
pdf
abstract
code
cite
Blog Posts
How to use Pytorch Dataloaders to work with enormously large text
files
blog-link